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Gaussian Processes and Bayesian Inference Sign in to save
49
Aachen papers (primary topic)
117
Further papers (secondary topic)
271
Citations
50
Aachen authors
Papers per year
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Papers 49
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Unified field theoretical approach to deep and recurrent neuronal networks2022 Journal of Statistical Mechanics Theory and Experiment article Computer Science Gaussian Processes and Bayesian Inference Open access
Kai Segadlo, Bastian Epping, Alexander van Meegen, David Dahmen, Moritz Helias
17citations -
Bayesian calibration, process modeling and uncertainty quantification in biotechnology2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Gaussian Processes and Bayesian Inference Open access
Laura M. Helleckes, Michael Osthege, Wolfgang Wiechert, Eric von Lieres, Marco Oldiges
4citations -
Surrogate Modelling of Dynamic Phasor Simulations of Electrical Drives2022 Proceedings of the Annual Conference of the IEEE Industrial Electronics Society conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access
Nasrulloh Ratu Bagus Satrio Loka, Sriram Karthik Gurumurthy, Bernard S. Amevor, Antonello Monti, Tom Dhaene, Ivo Couckuyt
4citations -
Exact Inference for Continuous-Time Gaussian Process Dynamics2024 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access
Katharina Ensinger, Nicholas Tagliapietra, Sebastian Ziesche, Sebastian Trimpe
2citations
Most active Aachen authors
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Sebastian Trimpe 2,767 citations overall13 papers
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Christian Fiedler 784 citations overall5 papers
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Holger H. Hoos 29,243 citations overall1 paper
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Antonello Monti 16,820 citations overall1 paper
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Robert Heinrich Schmitt 12,285 citations overall1 paper